<![CDATA[Abstract Background & Objective: Rural education across developing economies frequently struggles with systemic structural bottlenecks, resource constraints, and disconnected academic curricula that fail to resonate with local community realities. This paper examines the implementation and transformative outcomes of a participatory Community-Based Education (CBE) model executed through a structured Community Development approach. The primary objective of this intervention was to establish autonomous community learning hubs, improve foundational literacy and numeracy competencies among primary school students, and foster youth led peer tutoring networks integrated with parental engagement circles. Methods: Employing a qualitative and quantitative participatory Community Development framework, the intervention was structured across five sequential operational phases: Asset Discovery, Participatory Co-Design, Capacity Building, Institutional Consolidation, and Sustainable Self-Reliance. Data were gathered through participatory appraisals, pre and post intervention academic diagnostic assessments involving 120 primary students, structured focus group discussions with 35 community stakeholders, and longitudinal observational audits across a six month implementation cycle. Results: Empirical evaluation demonstrated substantial quantitative and qualitative advancements across all core educational indicators. Foundational reading and comprehension mastery rose from 32.5% to 86.0%, basic numeracy problem solving skills increased from 41.0% to 88.5%, and youth tutor teaching self-efficacy expanded from 35.0% to 87.0%. Furthermore, parental participation in community education circles increased from 29.0% to 84.5%, while the integration of contextual local wisdom into supplementary learning modules achieved a 91.0% satisfaction rating among community elders and educators. Conclusion & Implications: The findings establish that embedding educational initiatives directly within community social capital transforms passive educational recipients into active co-creators of local learning ecosystems. The participatory Community Development framework successfully bridged structural educational gaps without creating external resource dependency. This study provides a scalable policy model for non-formal educational empowerment in rural and underprivileged contexts. ]]>
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